A surface defect inspection model via rich feature extraction and residual-based progressive integration cnn

HIGHLIGHTS

  • who: Guizhong Fu et al. from the School of Mechanical Engineering, Suzhou University of Science and Technology, Suzhou, China have published the article: A Surface Defect Inspection Model via Rich Feature Extraction and Residual-Based Progressive Integration CNN, in the Journal: Machines 2023, 11, 124. of /2023/
  • what: This paper puts forward a CNN model for solving the problem of defect inspection tasks and three strategies are proposed to improve the model`s performance. The experiments on the USB-SG dataset prove that the model proposed in this paper has better performance than that of . . .

     

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